SARProcessing.jl: A flexible package for the SAR data processing

07/26/2023, 3:50 PM — 4:00 PM UTC
32-144

Abstract:

With a low barrier to entry and a large ecosystem of tools and libraries that allow quick prototyping, Julia has great potential for geospatial development. SARProcessing.jl is a much open-source project with the aim of making SAR data processing easy and fast for everyone. This talk provides a gentle hands-on introduction to setting up and enjoying the SARProcessing.jl package.

Description:

Synthetic Aperture Radar (SAR) is an imaging radar technique that uses the relative motion of the sensor and advanced radar signal processing to synthesize a long antenna to generate high-resolution images of the terrain. The analysis of these data is extremely computationally demanding. Julia can have a great impact on work in Earth Observation, which mostly uses satellite-based data severely limited by traditional in-series computing (processed by computing processing units (CPUs)). Our group is developing the software package SARProcessing.jl, for the Julia programming language, which facilitates and greatly enhances the potential for carrying out work with SAR data. Our goals are to both facilitate and significantly accelerate data pipelines, making, e.g., InSAR available to a broader audience. In this talk, we will explore the functionalities of the new software package SARProcessing.jl and provide an overview of its current features.

Platinum sponsors

JuliaHub

Gold sponsors

ASML

Silver sponsors

Pumas AIQuEra Computing Inc.Relational AIJeffrey Sarnoff

Bronze sponsors

Jolin.ioBeacon Biosignals

Academic partners

NAWA

Local partners

Postmates

Fiscal Sponsor

NumFOCUS